Skip to main content

Configuring TTS Evaluation Method Based on Unit Cost Outlier Detection

  • Conference paper

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 8082))

Abstract

This paper presents a new analytic method that can be used for analyzing perceptual relevance of unit selection costs and/or their sub-components as well as for automated tuning of the unit selection weights. In particular, configuration options of the method are discussed in detail. A simple guidance on how to leverage the proposed method for the evaluation of a newly designed unit selection cost is also given in the paper. The advantage of using the proposed method is that different unit selection system configurations and tunings can automatically be evaluated without a need to conduct listening tests for each of them.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Hunt, A., Black, A.: Unit selection in a concatenative speech synthesis system using a large speech database. In: ICASSP 1996, Atlanta, Georgia, vol. 1, pp. 373–376 (1996)

    Google Scholar 

  2. Klabbers, E., Veldhuis, R.: Reducing audible spectral discontinuities. IEEE Transactions on Speech and Audio Processing 9, 39–51 (2001)

    Article  Google Scholar 

  3. Vepa, J.: Join cost for unit selection speech synthesis. Ph.D. thesis, University of Edinburgh (2004)

    Google Scholar 

  4. Chen, J.D., Campbell, N.: Objective distance measures for assessing concatenative speech synthesis. In: EUROSPEECH 1999, Budapest, Hungary, pp. 611–614 (1999)

    Google Scholar 

  5. Tihelka, D., Kala, J., Matoušek, J.: Enhancements of Viterbi search for fast unit selection synthesis. In: INTERSPEECH 2010, Makuhari, Japan, pp. 174–177 (2010)

    Google Scholar 

  6. Sakai, S., Kawahara, T., Nakamura, S.: Admissible stopping in Viterbi beam search for unit selection in concatenative speech synthesis. In: ICASSP 2008, Las Vegas, USA, pp. 4613–4616 (2008)

    Google Scholar 

  7. Lu, H., et al.: Automatic error detection for unit selection speech synthesis using log likelihood ratio based SVM classifier. In: INTERSPEECH 2010, Makuhari, Japan, pp. 162–165 (2010)

    Google Scholar 

  8. Matoušek, J., Tihelka, D., Romportl, J.: Current state of Czech text-to-speech system ARTIC. In: Sojka, P., Kopeček, I., Pala, K. (eds.) TSD 2006. LNCS (LNAI), vol. 4188, pp. 439–446. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2013 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Legát, M., Tihelka, D., Matoušek, J. (2013). Configuring TTS Evaluation Method Based on Unit Cost Outlier Detection. In: Habernal, I., Matoušek, V. (eds) Text, Speech, and Dialogue. TSD 2013. Lecture Notes in Computer Science(), vol 8082. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-40585-3_23

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-40585-3_23

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-40584-6

  • Online ISBN: 978-3-642-40585-3

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics